The crop decides the calendar. You decide everything else.
Biological supply you do not control, a commodity price that moves while you plan against it, harvest windows that will not wait, and a customer base that reorders on a weekly cycle. The planning horizon that matters is days, and the systems were built for months.
Grain and oilseed · Sugar and ethanol · Coffee and cocoa · Animal nutrition and feed · Fresh produce and packing · Fertilizer and crop inputs
Where the decision stalls.
Supply is biological, and the plan is not
Yield, moisture, grade and maturity all move against forecast. A plan built on standard assumptions is wrong by the first delivery, and the correction happens in a spreadsheet.
Price and margin move inside the cycle
Commodity indices, currency, freight and input costs shift weekly. By the time a position reaches the commercial team the number it was built on has already moved.
Origin-to-market spans systems nobody joined
Field or farm-gate intake, storage, processing, and the customer commitment each live in a different system. The tradeoff between them lives in someone’s head.
Harvest windows do not negotiate
Capacity, drying, storage and logistics all compete inside a window that closes on its own schedule. Every hour of indecision has a cost attached to it.
One story: a grade miss against a contracted delivery
Intake comes in below contracted specification on a lot already committed. Blending could cover it, but the blend consumes inventory promised to a second contract that prices higher. The decision has to be made before the material moves, and it has to be defensible to whichever customer absorbs the shortfall.
External Demand Sensing
Reads regional demand, commodity movement, weather and input-cost signals so the short position is sized against what the market is doing this week rather than last month.
Multi-Echelon Inventory Optimization
Costs the blend and reallocation options across storage and processing sites, net of quality and shelf-life constraints, so protecting one contract does not create a write-off elsewhere.
Customer Promise Intelligence
Ranks the contracts against your own commitment rules and returns which one gets protected, what it costs, and what the alternative would have cost.
One reconciled recommendation, ranked, with the trigger, the alternatives considered, the constraint that applied and the expected impact attached — ready to approve, edit or reject. Not three separate alerts from three separate systems.
Our agribusiness depth is not theoretical. It is where a large share of the team works every day.
A2go’s Brazil operation runs delivery and product engineering across food, protein, agriculture, pricing and demand planning, in complex multi-plant, multi-ERP environments. That is the environment the agent library was hardened in.
Start with your version of this decision.
Thirty minutes on the decision that costs your operation the most, mapped across the systems you actually run.